{
  "title": "Inorganic chemical data for AI assay-basis checks",
  "source_page": "https://fiund.com/industries/inorganic-chemical-assay-basis-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A percentage with its moisture basis intact",
    "context": "A fictional certificate concerns inert sample X. Numbers exercise denominator logic only.",
    "records": [
      [
        "1",
        "Certificate",
        "X reported at 95% on dry basis."
      ],
      [
        "2",
        "Buyer mock request",
        "Ask for percentage as received."
      ],
      [
        "3",
        "Worksheet",
        "Moisture fraction unrecorded; no paired as-received result."
      ]
    ],
    "question": "Can the dry-basis value populate the requested field?",
    "answer": "No. The 95% in record 1 has a dry denominator, while record 2 asks for the as-received denominator. Record 3 lacks the moisture fraction or an equivalent measurement. Preserve the reported 95% with its basis and leave the requested field unresolved.",
    "failureModes": [
      "Dropping the denominator tag while copying a percentage",
      "Assuming unknown moisture is zero"
    ],
    "fields": [
      [
        "assay_basis",
        "Identifies which specimen mass is the denominator"
      ],
      [
        "moisture_value_status",
        "Gates a basis conversion"
      ],
      [
        "requested_basis",
        "Makes the mismatch explicit"
      ]
    ],
    "holdout": "Supply a clearly defined mass fraction and ask for both values with their basis labels.",
    "boundary": "No real compound identities, analytical procedures, buyer limits or grade declarations."
  }
}